Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "140"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 140 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 219 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 214 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 140, Node 13:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 0.00% 0.00% 0.00% 1.08% 3.24% 1.779091 -0.064483 0.129012 -0.374964 -0.125559 -0.430855 -0.353779 -0.250967 0.7883 0.8002 0.2384 3.618102 3.840091
2459593 digital_ok 0.00% 0.00% 0.00% 0.00% 2.15% 0.54% 0.755738 0.161660 -0.878335 -0.313398 1.347989 0.906740 0.034920 0.203021 0.7498 0.7433 0.2454 2.795665 2.880047
2459592 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.251368 -0.851853 -0.394211 -1.004357 -0.922328 0.671387 -1.740518 0.010015 0.0367 0.0310 0.0021 nan nan
2459591 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 1.384978 0.518118 -0.550414 -0.043521 0.827670 1.342474 -0.095129 0.286842 0.6814 0.6923 0.3521 1.607820 1.583810
2459590 digital_ok 0.00% 0.00% 0.00% 0.00% 1.62% 0.00% 1.682441 0.671110 -0.530498 0.247250 0.226100 2.736836 -0.025436 0.641724 0.6817 0.6899 0.3474 1.445946 1.390153
2459589 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.00% 1.203962 0.540530 -0.217849 0.247944 -0.540193 -0.379947 0.231371 0.188039 0.7193 0.7184 0.2763 1.969729 2.007576
2459588 digital_ok 0.00% 0.00% 0.00% 0.00% 2.69% 0.54% 2.337401 0.690134 -0.428999 -0.585838 0.878605 0.871514 0.102560 0.186543 0.7903 0.7754 0.2122 4.607259 3.447312
2459587 digital_ok 100.00% - - - 100.00% 0.00% 354.219782 354.305698 inf inf 110.228487 106.494813 618.617812 611.786235 nan nan nan 0.000000 0.000000
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 16.22% 1.62% 0.509858 -0.419627 -0.726366 -0.804711 0.274718 0.678927 0.040429 -0.059551 0.6607 0.6684 0.3507 1.518223 1.503202
2459585 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.903385 -1.293839 -1.209301 -1.068277 -0.763270 -0.628360 1.440306 -0.072215 0.0368 0.0448 0.0031 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.349844 2.506277 2.097905 1.600610 1.403696 3.554674 5.562004 6.021384 0.6215 0.6274 0.3436 0.000000 0.000000
2459583 digital_ok 0.00% 0.00% 0.00% 0.00% 97.31% 0.00% 1.190161 0.476439 0.012094 0.058203 -0.069688 2.401765 -0.019534 -0.144678 0.6792 0.6879 0.3642 0.000000 0.000000
2459582 digital_ok 0.00% 0.00% 0.00% 0.00% 45.41% 0.54% 0.959526 0.939370 0.316908 0.068177 -0.042912 2.243162 0.020377 -0.676383 0.6821 0.6874 0.3644 1.476695 1.464938
2459581 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 16.76% 1.468719 1.448506 -0.470622 0.036021 0.073948 2.492426 0.230784 0.919757 0.6896 0.6956 0.3578 2.033392 1.909260
2459580 digital_ok 0.00% 0.00% 0.00% 0.00% 99.46% 0.54% 1.210750 0.965833 0.458910 0.098118 -0.107971 2.951427 -0.181085 1.944277 0.6804 0.6867 0.3617 0.000000 0.000000
2459579 digital_ok 0.00% 0.00% 0.00% 0.00% 3.76% 0.00% 0.761911 0.229713 0.636943 -0.001235 0.152912 1.792807 0.661028 -0.712389 0.6776 0.6895 0.3657 1.509952 1.479214
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.288231 0.362355 -0.464694 -0.039493 1.389647 2.213000 1.100070 -0.217643 0.0392 0.0442 0.0057 nan nan
2459577 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 0.00% 0.979720 0.714508 -0.270193 -0.268087 0.153523 0.918003 0.161576 0.007700 0.6802 0.6933 0.3659 1.819704 1.644348
2459576 digital_ok 0.00% 0.00% 0.00% 0.00% 4.30% 8.60% 1.011386 0.388760 -0.399082 -0.565951 -0.307260 0.476319 0.352671 0.116849 0.7039 0.7195 0.3650 1.709761 1.737120
2459575 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 24.73% 0.089798 0.162372 -0.196831 -0.366833 -0.673505 0.952134 -0.175094 -0.365250 0.7613 0.7660 0.3113 2.145665 1.963761
2459574 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 12.97% 0.888652 0.088153 -0.571591 -0.653394 -0.106080 -0.472006 -0.298112 -0.533161 0.6995 0.7128 0.3658 1.866157 1.773092
2459573 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 2.70% 0.963522 0.376595 0.464129 0.524267 -0.108388 0.404882 0.188487 -0.697720 0.7017 0.7157 0.3626 1.569711 1.521633
2459572 digital_ok 0.00% 0.00% 0.00% 0.00% 3.78% 1.62% 1.015432 -0.016576 -0.295094 -0.393576 -0.336820 0.231846 0.828861 -0.843331 0.7081 0.7222 0.3612 1.563183 1.614168
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - -0.052486 0.300965 -0.446960 -0.190206 0.560768 -0.443395 1.008145 -0.255229 0.0329 0.0302 0.0015 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 49.489148 23.487528 22.545799 27.002392 21.415015 1.818943 4.167400 3.662538 0.0588 0.0758 0.0101 0.000000 0.000000
2459569 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 1.62% 0.509749 0.151394 -0.453335 -0.478259 -0.459041 -0.585047 -0.472919 -0.417432 0.7740 0.7821 0.2288 2.731078 2.334692
2459566 digital_ok 0.00% 0.00% 0.00% 0.00% 4.32% 0.00% 0.460670 0.233677 -0.105429 -0.104211 -0.109174 1.163801 0.030383 0.859660 0.6931 0.7066 0.3770 1.513047 1.523489
2459565 digital_ok 0.00% - - - 100.00% 0.00% 0.176781 0.176781 0.138346 0.138346 0.470698 0.470698 0.005728 0.005728 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 0.00% 0.00% 0.00% 6.94% 0.00% 0.105518 -0.219019 0.080877 0.356956 1.436004 1.485538 0.637322 2.918657 0.7092 0.7120 0.3716 1.805090 1.569176
2459563 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 10.75% 0.352903 0.400702 1.062286 1.067676 0.151605 2.471914 0.948256 3.196690 0.7063 0.7128 0.3685 2.101588 1.949889
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.54% -0.260032 -0.642842 -0.663582 -0.614144 -0.190305 -0.313987 0.586841 0.602234 0.7068 0.7177 0.3649 2.004406 1.755036
2459561 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 7.03% -0.270635 -0.196736 -0.888554 -0.936902 -0.216562 -0.944955 0.317599 -0.443360 0.7089 0.7137 0.3613 1.948183 1.811444
2459560 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 7.03% -0.286422 -0.524379 -0.676105 -0.836954 0.078479 -0.773272 0.634498 0.712183 0.7048 0.7163 0.3732 1.888211 1.724514
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 2.15% -0.792795 -0.663915 -0.829986 -0.832290 -0.177913 -0.935669 0.297971 0.266234 0.7028 0.7146 0.3662 1.898846 1.690756
2459558 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 10.22% 1.164498 0.478313 0.511295 0.140798 -0.119733 1.505164 0.107011 0.602573 0.7065 0.7124 0.3713 1.813145 1.700488
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0450 0.0392 0.0028 nan nan
2459556 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 2.16% 0.668606 0.432793 0.447635 -0.133252 0.205650 1.599837 0.865766 -0.803535 0.7038 0.7132 0.3707 1.785759 1.722836
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7113 0.7221 0.3772 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.7060 0.7161 0.3766 nan nan
2459552 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 1.493427 0.933068 0.441865 0.905474 0.369414 -0.189300 0.154562 -0.617496 0.7144 0.7233 0.3685 1.411433 1.507073
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% -0.189972 -0.589101 -0.891206 -0.925692 -0.347067 -0.781892 0.721536 -0.227149 0.7095 0.7213 0.3688 1.850845 1.645696
2459550 digital_ok - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0534 0.0511 0.0014 nan nan
2459549 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.851775 0.392245 -0.008345 0.060420 0.069530 1.101618 0.708302 -0.003389 0.7035 0.7163 0.3823 1.963633 1.700758
2459542 digital_ok 0.00% 0.00% 0.00% 0.00% 22.32% 1.79% 0.974736 0.668065 0.377131 1.122891 -0.537056 -0.515618 0.563151 -0.057251 0.7506 0.7579 0.3394 2.060213 1.687032
2459541 digital_ok 0.00% 1.79% 1.79% 0.00% 21.88% 0.00% 1.137837 0.664882 0.484630 -0.081316 0.022770 -0.967090 0.521303 -0.036756 0.7390 0.7457 0.3126 1.526086 1.512908
2459540 digital_ok 0.00% 0.00% 0.00% 0.00% 21.88% 5.80% 0.326375 -0.161461 -1.029293 -0.967756 -0.451770 0.373525 -0.253427 -0.716782 0.7561 0.7605 0.3257 1.712702 1.604804
2459536 digital_ok 0.00% 0.00% 0.00% 0.00% 5.93% 0.00% 1.727973 0.585545 0.588871 0.034527 1.304304 0.607831 1.809771 2.202000 0.7336 0.7377 0.3931 1.412133 1.322349
2459535 digital_ok 0.00% 0.00% 0.00% 0.00% 21.43% 0.00% -0.023568 -0.379135 -0.788852 -0.902804 -0.596396 0.604412 0.169411 -0.576264 0.7879 0.7853 0.3327 1.746209 1.562639
2459534 digital_ok 0.00% 0.00% 0.00% 0.00% 20.98% 0.45% -0.024201 -0.489897 -0.758605 -1.008113 0.108118 1.147108 0.240129 -0.406380 0.7811 0.7716 0.3294 1.848448 1.668000
2459533 digital_ok 0.00% 0.00% 0.00% 0.00% 4.89% 0.00% 0.880605 0.634337 0.445738 0.552463 -0.273089 -0.204596 1.079502 -0.913741 0.7249 0.7378 0.3819 1.719452 1.570305
2459532 digital_ok 0.00% 0.00% 0.00% 0.00% 5.00% 0.00% 1.530783 0.848884 0.628559 0.456675 -0.500830 -0.695086 0.155968 -1.044767 0.7318 0.7425 0.3734 1.638398 1.526943
2459530 digital_ok 0.00% 0.00% 0.00% 0.00% 5.92% 0.00% -0.180437 -0.466122 -0.708487 -0.771457 0.018802 -0.490479 0.139967 -0.514723 0.7387 0.7459 0.3793 1.703819 1.588908
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.992742 0.523603 0.274110 0.853521 -0.009353 -0.582393 -0.277493 -0.590126 0.9151 0.9432 0.2831 0.000000 0.000000
2459523 digital_ok 0.00% - - - 12.24% 6.12% 0.857813 0.921138 -0.255447 0.240658 1.859154 2.183786 0.481864 -0.630510 nan nan nan 2.722135 2.367287
2459522 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.986816 0.602170 0.568639 0.462971 1.241549 -0.461129 0.500942 -0.175968 0.6884 0.7235 0.3381 1.568021 2.002032
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.059533 0.357134 -0.651468 -0.558657 1.833546 -0.687247 0.840584 2.116522 0.0450 0.0473 0.0072 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 1.030291 0.212636 0.269427 0.337942 0.120335 1.284570 -0.153613 -0.009025 0.9207 0.9505 0.1718 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.257622 0.387776 0.609213 -0.669283 0.822719 0.943691 0.749113 0.842487 0.8827 0.8538 0.2010 6.899126 4.166395
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 2.522371 0.893446 1.033282 0.794753 -0.498671 0.082396 -0.571590 0.399154 0.8899 0.8817 0.4076 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 140: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 0.678532 0.437152 0.644286 -0.058002 0.667730 0.003209 0.162213 0.506272 0.678532

Antenna 140: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 1.828141 0.853629 0.719294 0.671478 0.054750 0.706350 0.363778 1.828141 0.462458

Antenna 140: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 1.719340 1.439046 1.719340 0.120077 -0.148294 0.125323 0.093109 0.550740 0.721907

Antenna 140: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 1.822388 1.592682 1.822388 0.340753 -0.356444 -0.465887 0.327082 -0.094889 0.298849

Antenna 140: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 2.011820 2.011820 1.752171 -0.139529 0.576023 0.063624 -0.001294 0.435201 0.166741

Antenna 140: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Shape 0.917948 0.813020 0.917948 0.183533 0.703797 0.153024 -0.195171 0.421429 0.200891

Antenna 140: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 1.308306 0.682240 0.531327 0.619270 0.268577 -0.280981 0.425643 1.308306 0.357351

Antenna 140: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Shape 2.345804 2.345804 2.136536 0.719909 0.031204 0.421234 0.769741 0.502335 1.203101

Antenna 140: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Shape 0.970670 0.695251 0.970670 0.194553 0.076274 -0.682358 -0.508445 -0.379803 -0.504508

Antenna 140: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 140: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 2.773768 2.641152 2.000708 -0.274672 0.584048 1.703107 -0.127063 2.773768 1.379624

Antenna 140: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Power 0.286445 0.165959 0.113739 -0.207798 0.286445 -0.558948 0.107428 0.217671 0.175634

Antenna 140: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Shape 1.109738 0.957551 1.109738 -0.132766 0.620529 0.120487 -0.153506 0.459973 0.014444

Antenna 140: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 0.710626 0.173278 0.710626 0.245100 -0.155211 0.286362 0.101886 0.130370 0.247185

Antenna 140: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 4.712050 0.748362 1.389501 0.165829 0.466371 1.109615 0.621718 1.593774 4.712050

Antenna 140: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 2.309374 0.342299 0.912793 0.075964 0.635428 1.563281 0.489232 0.195343 2.309374

Antenna 140: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Shape 4.720489 4.720489 0.810224 1.030628 0.396447 2.308052 1.190700 3.548558 1.101784

Antenna 140: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Shape 8.685900 2.770092 8.685900 1.444552 2.200108 2.984076 4.126102 2.699781 6.785457

Antenna 140: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 2.545701 2.128058 1.764596 -0.017901 0.638244 0.717277 1.695078 1.233168 2.545701

Antenna 140: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Variability 1.619059 0.986977 1.526717 0.300163 0.702623 1.619059 0.417205 1.107982 1.558416

Antenna 140: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Variability 1.684483 0.740243 1.223041 0.113108 0.656827 1.684483 0.053827 0.933588 -0.350677

Antenna 140: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 235.976404 2.617784 3.100827 6.270507 5.884443 56.670094 57.703516 233.462216 235.976404

Antenna 140: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 Nnan Not Found ee Temporal Discontinuties 58.461960 6.807728 6.333876 10.735524 10.133928 34.315800 34.589191 57.837465 58.461960

Antenna 140: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 7.736224 1.627166 1.162464 0.811629 0.229927 1.248767 2.125760 7.736224 1.053825

Antenna 140: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 201.785653 3.077619 3.443050 6.458962 6.382852 22.348908 21.297541 196.965341 201.785653

Antenna 140: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 1.853073 1.853073 1.214427 0.044794 0.660594 0.938360 1.396209 0.776404 -0.306193

Antenna 140: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 37.218584 3.330892 3.945374 9.656759 9.669843 12.470410 11.575917 37.218584 34.684874

Antenna 140: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 42.132499 7.367058 6.644568 13.662540 13.672075 23.217071 28.764642 40.684086 42.132499

Antenna 140: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 58.657279 3.620892 4.181728 13.755262 12.944678 17.486572 14.921143 58.657279 56.967551

Antenna 140: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 1.860426 1.860426 1.818419 0.264332 1.134755 1.047235 1.480120 1.840093 0.147205

Antenna 140: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Variability 0.602726 0.002274 0.537146 0.299991 -0.349948 0.602726 -0.018097 -0.142333 0.254627

Antenna 140: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 25.889104 2.866867 2.376188 7.137346 7.440921 6.298573 8.575032 24.429408 25.889104

Antenna 140: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 93.832881 1.991017 1.545213 6.855639 7.077904 6.299485 6.323246 93.832881 92.687518

Antenna 140: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 140: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 1.499897 1.192381 0.791809 1.243695 0.141333 -0.330459 0.151124 1.499897 1.057190

Antenna 140: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 128.778558 1.358790 1.757137 6.768895 6.527434 17.725542 18.095227 126.917947 128.778558

Antenna 140: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 112.155815 1.137915 0.800234 5.463767 5.618487 24.061005 23.170398 112.155815 109.613669

Antenna 140: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 194.887403 0.699455 0.388203 3.980739 4.079848 37.695860 35.010097 194.887403 190.892989

Antenna 140: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 234.832610 0.673686 0.796427 3.533337 3.774902 78.783590 74.964537 234.832610 229.093956

Antenna 140: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 127.137749 0.246544 0.267261 2.353365 2.695103 15.614952 15.192860 127.137749 123.879748

Antenna 140: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 1.537645 1.537645 0.547090 0.595749 0.850914 0.820843 1.056995 1.401017 -0.004004

Antenna 140: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 96.681281 0.004108 0.161887 3.123242 2.991597 62.958210 64.816691 94.041257 96.681281

Antenna 140: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 163.149902 0.264437 0.280659 2.293672 2.562999 79.237097 78.493204 163.149902 158.146202

Antenna 140: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 223.089672 1.213556 0.991061 4.665074 4.210301 92.053319 91.657644 216.926854 223.089672

Antenna 140: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 188.556755 1.232940 0.901049 2.702359 2.366730 40.104262 41.364757 183.577985 188.556755

Antenna 140: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 228.949471 0.691219 0.572448 2.798883 2.516242 42.858464 44.325529 222.251859 228.949471

Antenna 140: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 1.711902 1.026909 0.651904 -0.271789 0.643785 0.367170 1.361121 1.711902 -0.195584

Antenna 140: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 190.194674 0.984444 1.231558 3.621867 3.878698 36.384902 34.440689 190.194674 184.713006

Antenna 140: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Power inf 389.442326 389.530769 inf inf 1894.878051 1618.432741 6591.730945 6837.703129

Antenna 140: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 56.992112 0.649819 0.407099 0.813551 0.835814 13.864538 13.714365 56.992112 55.228186

Antenna 140: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 76.188713 0.828131 0.630304 1.149399 1.036490 30.094416 27.501496 76.188713 73.488257

Antenna 140: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 2.217876 1.227358 0.571603 -0.232901 0.728019 0.342281 1.275548 2.217876 1.273418

Antenna 140: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 47.692951 -0.329000 -0.471042 0.013149 -0.009739 0.846729 0.902961 47.692951 46.325835

Antenna 140: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 61.498612 0.704719 0.473899 0.727554 0.566888 10.237137 9.340180 61.498612 59.246845

Antenna 140: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Discontinuties 152.407390 1.215857 1.299033 1.353662 1.496202 25.497409 24.660178 152.407390 146.018485

Antenna 140: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Variability 97.858724 0.822841 1.217324 0.908926 1.545968 97.858724 91.581098 61.895802 59.890690

Antenna 140: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 2.648973 0.598579 0.551943 -0.566957 0.269919 1.675974 -0.611814 2.648973 -0.363352

Antenna 140: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties 1.804322 1.090156 0.976223 0.365785 0.061114 0.033690 0.540402 -0.184283 1.804322

Antenna 140: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000 0.000000

Antenna 140: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok nn Temporal Variability -0.526778 -0.554007 -0.554007 -0.576212 -0.576212 -0.526778 -0.526778 -0.577270 -0.577270

Antenna 140: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Temporal Discontinuties -0.837493 -0.852730 -0.852730 -0.858707 -0.858707 -0.943859 -0.943859 -0.837493 -0.837493

Antenna 140: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 N13 digital_ok ee Shape 1.018378 0.395072 1.018378 -0.117935 -0.410135 0.238051 -0.121326 -0.005426 0.012366

Antenna 140: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Variability 2.293770 -0.689225 0.232050 -0.118546 0.539016 2.293770 1.243841 -0.272281 0.616711

Antenna 140: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok nn Shape 2.488936 1.587583 2.488936 -0.059226 0.258151 -0.293039 -0.018086 -0.216546 0.232203

Antenna 140: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 4.871167 1.313757 0.454246 -0.842313 0.363532 0.020944 -0.386985 4.871167 0.457399

Antenna 140: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 7.183512 1.422909 0.736419 -0.364870 0.239143 0.459407 0.039029 7.183512 0.187690

Antenna 140: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 2.585993 0.945677 0.665178 0.593247 0.610379 0.833090 0.360081 2.585993 -0.057902

Antenna 140: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 140: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Variability 10.227079 0.770631 1.255526 0.412586 -0.428597 0.636259 10.227079 1.490211 2.508482

Antenna 140: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok nn Temporal Discontinuties 1.374313 0.204582 0.500269 -0.001984 -0.127143 0.024353 0.471717 1.374313 0.489863

Antenna 140: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 1.383297 0.472532 1.383297 0.084297 -0.034074 -0.388596 1.089543 1.132331 0.593796

Antenna 140: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 1.273472 1.273472 0.509538 -0.303537 0.342838 0.968943 -0.220395 0.012857 0.248649

Antenna 140: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok nn Power 1.337437 0.325604 0.902022 1.337437 0.383018 0.697974 1.209627 -0.160535 1.257739

Antenna 140: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Variability 1.961154 1.391622 0.221262 -0.263162 0.352662 1.961154 1.093193 1.056010 -0.101236

Antenna 140: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 1.408682 0.298385 1.408682 0.201446 -0.592903 0.310362 0.870307 -0.171448 0.786880

Antenna 140: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 140: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 0.917059 0.049402 0.917059 0.571115 -0.355578 0.643086 0.727744 -0.284601 0.260837

Antenna 140: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 1.714973 0.658145 1.714973 0.026687 -0.194970 -0.005351 0.064533 -0.341560 0.828229

Antenna 140: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 140: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 140: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 1.189425 1.168408 0.373967 -0.615959 0.313020 -0.202561 0.188084 1.189425 0.589561

Antenna 140: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 3.317586 1.090677 0.336017 -0.442412 -0.103840 -0.075398 0.015204 3.317586 -0.012414

Antenna 140: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Power 0.942375 -0.503821 0.608139 0.942375 -0.650243 -0.179233 -0.839777 -0.033913 0.503199

Antenna 140: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 1.784155 0.947194 1.238796 0.490453 0.154724 0.003409 0.524409 0.665094 1.784155

Antenna 140: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Variability 4.297303 -1.420479 -1.144166 -0.952317 -0.355442 4.297303 -0.371428 2.309179 0.500424

Antenna 140: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 1.194929 0.780585 1.194929 -0.013290 -0.416212 0.068684 -0.340539 -0.349817 -0.128650

Antenna 140: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 1.280864 0.992784 0.337219 -0.866952 -0.158114 -0.295255 0.092122 1.280864 -0.311982

Antenna 140: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 2.634433 0.427312 1.174924 -0.455259 -0.935629 0.129995 -0.266614 -0.462156 2.634433

Antenna 140: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 1.752431 -0.033400 0.306023 -0.426546 -0.495715 -0.047546 -0.502712 -0.206221 1.752431

Antenna 140: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 1.595013 0.437528 1.595013 -0.416165 -0.862117 0.053628 0.085177 -0.246087 1.198425

Antenna 140: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 140: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 1.784988 -1.092674 -0.571208 -0.914574 -0.139332 0.702611 0.047662 1.784988 0.382404

Antenna 140: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 1.108173 0.750446 1.108173 -0.690369 -0.900363 -0.019145 -0.311339 -0.485917 0.384596

Antenna 140: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok nn Temporal Variability 0.736355 0.572468 0.552702 -0.553946 0.102861 0.546615 0.736355 0.263937 -0.674632

Antenna 140: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 0.879708 0.879708 0.843052 -0.341834 0.084036 -0.418314 0.071490 0.085125 0.184826

Antenna 140: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
140 13 digital_ok nn Shape 1.670649 1.670649 0.973908 -0.491870 -0.685107 -0.515274 -0.220016 -0.200241 -0.032000

Antenna 140: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Temporal Discontinuties 2.033281 0.998155 0.399439 -0.673112 -0.591076 -0.484368 -0.221450 2.033281 -0.391631

Antenna 140: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 140: 2459647

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape -1.694262 -1.694262 -1.694262 -1.729893 -1.729893 -54.355888 -54.355888 -13.954444 -13.954444

Antenna 140: 2459646

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
140 13 digital_ok ee Shape 1.076028 1.076028 0.298464 -0.801522 -0.183092 -0.020526 0.017079 0.522504 -0.732102